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. Author manuscript; available in PMC: 2021 Feb 1.
Published in final edited form as: Med Image Anal. 2019 Dec 2;60:101625. doi: 10.1016/j.media.2019.101625

Table 8.

Comparison of single model and multi-modal experimental results on ADNI-2

Method AD versus NC LMCI versus NC EMCI versus LMCI
ACC SEN SPE AUC ACC SEN SPE AUC ACC SEN SPE AUC
VBM-MRI 86.63 90.28 81.81 0.93 71.20 78.01 63.32 0.76 63.18 83.70 32.62 0.64
FDG-PET 80.06 86.02 71.94 0.85 66.77 75.45 55.94 0.68 64.69 78.17 44.44 0.63
multi-modal 93.72 95.17 91.81 0.95 78.47 85.88 70.16 0.78 73.87 90.55 49.52 0.70